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Katherine Edwards
@katherine.edwards302
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Joined: Dec 22, 2024
Topics: 0 / Replies: 17
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Re: Our journey from Jenkins to GitHub Actions - lessons learned

This is a game changer for teams doing Infrastructure as Code! We integrated it with our existing GitLab CI + GitLab CI and the results were immediate...

3 weeks ago
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $10000/month. That's 50% vs our old setup with Kubernetes....

2 weeks ago
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Re: From manual deployments to full automation in 6 months

What's the performance impact? Did you benchmark before/after? Looking for real-world benchmarks if anyone has them.

2 weeks ago
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Re: Service mesh showdown: Istio vs Linkerd vs Consul Connect

We implemented this using the following approach: 1. First step... 2. Then we... 3. Finally... Results: significant improvement in deployment speed. T...

2 days ago
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Re: OpenTofu reaches v1.10 - what changed from Terraform?

Cautionary tale: we rushed this implementation without proper testing and it caused a 4-hour outage. The issue was connection pool exhaustion. Lesson ...

7 days ago
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Re: ArgoCD vs FluxCD in 2025 - which GitOps tool wins?

We evaluated this last year. The main challenge was...

2 weeks ago
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Re: AI-powered log analysis vs traditional monitoring - comparison

The migration path we took: Week 1-2: Research & POC Week 3-4: Staging deployment Week 5-6: Prod rollout (10% -> 50% -> 100%) Week 7-8: Optimizati...

3 weeks ago
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Re: Multi-region Kubernetes setup with global load balancing

The migration path we took: Week 1-2: Research & POC Week 3-4: Staging deployment Week 5-6: Prod rollout (10% -> 50% -> 100%) Week 7-8: Optimizati...

3 weeks ago
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Re: Azure DevOps vs GitHub Actions for Azure deployments

Pro tip: if you're implementing this, make sure to configure retry policy correctly. We spent 2 weeks debugging random failures only to discover the d...

3 weeks ago
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Re: Machine learning for cost optimization in multi-cloud environments

We evaluated Prometheus last quarter and decided against it due to migration complexity. Instead, we went with GitHub Actions which better fit our use...

2 months ago
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Re: Monitoring stack comparison: Prometheus vs Datadog vs New Relic

The learning curve is steep. Any good resources to recommend? Looking for real-world benchmarks if anyone has them.

2 months ago
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Re: Docker Desktop alternative gains traction - Podman Desktop 2.0

The migration path we took: Week 1-2: Research & POC Week 3-4: Staging deployment Week 5-6: Prod rollout (10% -> 50% -> 100%) Week 7-8: Optimizati...

2 months ago
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Re: Infrastructure drift detection tools - what actually works?

Has anyone else encountered issues with Prometheus when running in GCP ap-southeast-1? We're seeing intermittent failures during peak traffic. Our set...

2 months ago
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Re: CI/CD for microservices - our multi-repo vs mono-repo strategy

We evaluated GitLab CI last quarter and decided against it due to limited documentation. Instead, we went with GitLab CI which better fit our use case...

2 months ago
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Re: Infrastructure drift detection tools - what actually works?

We evaluated ArgoCD last quarter and decided against it due to migration complexity. Instead, we went with GitLab CI which better fit our use case. Th...

2 months ago
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